计算生物学
生物
序列(生物学)
功能(生物学)
遗传学
蛋白质功能
基因
作者
Douglas M. Fowler,Carlos L. Araya,Sarel J. Fleishman,Elizabeth H. Kellogg,Jason J. Stephany,David Baker,Stanley Fields
出处
期刊:Nature Methods
[Nature Portfolio]
日期:2010-08-15
卷期号:7 (9): 741-746
被引量:618
摘要
We present a large-scale approach to investigate the functional consequences of sequence variation in a protein. The approach entails the display of hundreds of thousands of protein variants, moderate selection for activity and high-throughput DNA sequencing to quantify the performance of each variant. Using this strategy, we tracked the performance of >600,000 variants of a human WW domain after three and six rounds of selection by phage display for binding to its peptide ligand. Binding properties of these variants defined a high-resolution map of mutational preference across the WW domain; each position had unique features that could not be captured by a few representative mutations. Our approach could be applied to many in vitro or in vivo protein assays, providing a general means for understanding how protein function relates to sequence.
科研通智能强力驱动
Strongly Powered by AbleSci AI